My Post-Docs, Dr. Stefania Carapezzi, and Dr. Gabriele Boschetto, presented their posters at Memrisys 2022, in Cambridge, MA, USA. Dr. Stefania Carapezzi presented results of TCAD simulations on a vanadium dioxide Neuron-emulating oscillatory device to assess temperature-sensing functionality. Dr. Gabriele Boschetto presented some of the recent results on quantum mechanical simulations of defective MoS2 and Au interfaces in 2D nano devices.